A Comparison of wavelet and curvelet for lung cancer diagnosis with a new Cluster K-Nearest Neighbor classifier

机译：使用新的簇K最近邻分类器对小波和曲线波进行肺癌诊断的比较

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This paper presents a comparison of wavelet and curvelet for lung cancer in term of diagnostic accuracy when each one is applied separately to the cluster K-Nearest neighbor classifier. Lung cancer is among the diseases that lead to high mortality rate globally. The computer aided diagnoisis system that is shown in this paper consists of a preprocessing state, a feature extraction stage (wavelet or curvelet), a feature selection stage and finally a classification stage. The results obtained on the x-ray dataset that was utilized suggest that wavelet produce better accuracy with low false positives and false negatives compared to curvelet.

机译：本文将小波和Curvelet小波对肺癌的比较（当将每个小波和Curvelet小波分别应用于聚类K最近邻居分类器时）在诊断准确性上进行比较。肺癌是导致全球高死亡率的疾病之一。本文显示的计算机辅助诊断系统包括预处理状态，特征提取阶段（小波或曲线波），特征选择阶段以及最后的分类阶段。在X射线数据集上获得的结果表明，与Curvelet相比，小波产生了更高的准确度，且误报率和误报率较低。

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《Mathematical methods for information science and economics》|2012年|212-217|共6页
会议地点 Montreux(CH)
作者
HAMADA R. H. AL-ABSI; BRAHIM BELHAOUARI SAMIR;
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作者单位

Department of Computer and Information Sciences, Faculty of Science and Information Technology Universiti Teknologi PETRONAS Bandar Seri Iskandar, 31750 Tronoh, Perak, Malaysia;

College of Science, ALFAISAL University, P.O.Box 50927 Riyadh 11533 Kingdom of Saudi Arabia;

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正文语种 eng
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lung cancer; curvelet; wavelet; computer aided diagnosis; feature selection; Cluster-k-NN;

机译：肺癌曲线小波计算机辅助诊断；特征选择；聚类-k-NN;

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2. Comparison of Fuzzy Diagnosis with K-Nearest Neighbor and Na?ve Bayes Classifiers in Disease Diagnosis [J] . Asaad Mahdi, Ahmad Razali, Ali AlWakil BRAIN. Broad Research in Artificial Intelligence and Neurosciences . 2011,第2期

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3. Comparison of two classifiers; K-nearest neighbor and artificial neural network, for fault diagnosis on a main engine journal-bearing [J] . A. Moosavian, H. Ahmadi, A. Tabatabaeefar, Shock and vibration . 2013,第2期

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5. A Comparison of wavelet and curvelet for lung cancer diagnosis with a new Cluster K-Nearest Neighbor classifier [C] . HAMADA R. H. AL-ABSI, BRAHIM BELHAOUARI SAMIR WSEAS International Conference on Applied Mathematics . 2013

机译：新集群K最近邻分类的小波和曲瓣对肺癌诊断的比较
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A Comparison of wavelet and curvelet for lung cancer diagnosis with a new Cluster K-Nearest Neighbor classifier

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